Hasil : Percobaan
Akurasi 1
87,9 2
80,5 3
49,7 4
84 5
81,7 Rata-Rata Akurasi = 76,8
g. Spesifikasi Sistem Kombinasi 7 :
Hidden Layer = 2 ; Output = 1 Neuron Hidden Layer 1 = 50 ; Neuron Hidden Layer 2 = 50
Fungsi Transfer Hidden Layer 1 = Logsig Fungsi Transfer Hidden Layer 2 = Logsig
Fungsi Transfer Output = Purelin Metode Training = traingd
Data Train = 900 ; Delay = 50 Epoch = 1000 ; Learning Rate = 0,05
Hasil : Percobaan
Akurasi 1
85 2
85,9 3
86,4 4
87,1
5 87,2
Rata-Rata Akurasi = 86,3
h. Spesifikasi Sistem Kombinasi 8 :
Hidden Layer = 2 ; Output = 1 Neuron Hidden Layer 1 = 50 ; Neuron Hidden Layer 2 = 50
Fungsi Transfer Hidden Layer 1 = Logsig Fungsi Transfer Hidden Layer 2 = Logsig
Fungsi Transfer Output = Purelin Metode Training = traingd
Data Train = 900 ; Delay = 50 Epoch = 1000 ; Learning Rate = 0,01
Hasil : Percobaan
Akurasi 1
83,3 2
95,9 3
87,6 4
81,7 5
88,4 Rata-Rata Akurasi = 87,4
i. Spesifikasi Sistem Kombinasi 9 :
Hidden Layer = 2 ; Output = 1 Neuron Hidden Layer 1 = 50 ; Neuron Hidden Layer 2 = 50
Fungsi Transfer Hidden Layer 1 = Logsig Fungsi Transfer Hidden Layer 2 = Logsig
Fungsi Transfer Output = Purelin Metode Training = traincgf
Data Train = 900 ; Delay = 50 Epoch = 1000 ; Learning Rate = 0,05
Hasil : Percobaan
Akurasi 1
91,7 2
79,8 3
99,3 4
98,9 5
89,3 Rata-Rata Akurasi = 91,8
j. Spesifikasi Sistem Kombinasi 10 :
Hidden Layer = 2 ; Output = 1 Neuron Hidden Layer 1 = 100 ; Neuron Hidden Layer 2 = 100
Fungsi Transfer Hidden Layer 1 = Logsig Fungsi Transfer Hidden Layer 2 = Logsig
Fungsi Transfer Output = Purelin Metode Training = traincgf
Data Train = 900 ; Delay = 50 Epoch = 1000 ; Learning Rate = 0,01
Hasil : Percobaan
Akurasi 1
93,5 2
89,2 3
99,3 4
98,7 5
91,3 Rata-Rata Akurasi = 94,4
k. Spesifikasi Sistem Kombinasi 11 :
Hidden Layer = 2 ; Output = 1 Neuron Hidden Layer 1 = 200 ; Neuron Hidden Layer 2 = 200
Fungsi Transfer Hidden Layer 1 = Logsig Fungsi Transfer Hidden Layer 2 = Logsig
Fungsi Transfer Output = Purelin Metode Training = traincgf
Data Train = 900 ; Delay = 50 Epoch = 1000 ; Learning Rate = 0,01
Hasil : Percobaan
Akurasi 1
86,1 2
78,8 3
X 4
X
5 X
Rata-Rata Akurasi = X
l. Spesifikasi Sistem Kombinasi 12 :
